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Cloudinary vs What The Food

Cloudinary handles image upload and transformation, not nutrition analysis.

Which to pick

Pick Cloudinary if you want…

  • AI-native media management and delivery
  • Image and video delivery

Pick What The Food if you want…

  • Instant AI food nutrition analysis
  • The lower starting price: $9.99/month against $99/month

Side by side

What it is
Cloudinary:Cloudinary provides APIs to upload, transform, manage and deliver images and videos at scale with AI automation.
What The Food:AI-powered tool that scans food photos to instantly provide calorie, macro, and recipe information.
Best for
Cloudinary:AI-native media management and delivery
What The Food:Instant AI food nutrition analysis
Who it’s for
Cloudinary:Developers, product teams, marketers and content ops needing visual media infrastructure
What The Food:Food bloggers, nutrition sites, fitness apps, health platforms, and anyone tracking macros.
Pricing
Cloudinary:Freemium
What The Food:Freemium
Plans
Cloudinary:Free $0 · Plus $99 per month · Advanced $249 per month
What The Food:Free $0/month · Premium $9.99/month per month
Works with
Cloudinary:WordPress, Salesforce, Adobe, AWS, Zapier, Contentful, Sanity
What The Food:—

Cloudinary features

  • Upload & Storage. Widget, API and remote fetch with auto-backup and revision tracking.
  • Transform & Optimize. Dynamic image/video transformations, smart crop and AI-powered optimization.
  • Video Processing. AI-driven transcoding, adaptive streaming and automated subtitles.
  • Digital Asset Management. AI tagging, search, taxonomy and moderation agents for organized assets.
  • Delivery CDN. High-performance global CDN automatically serves optimal media per device.
  • AI Agents & Workflows. Specialized agents automate tagging, moderation and media pipelines.

What The Food features

  • AI Food Detection. Upload a photo and the AI identifies the meal, estimates portions and breaks down calories, protein, carbs and fat.
  • Automatic Macro Tracking. Tracks calories and macros across days without manual entry, showing trends and balance.
  • Custom Meal Plans. Generates diet-specific meal plans (keto, low-carb, balanced) based on goals and allergies.
  • Recipe Generator. Creates step-by-step cooking instructions and ingredient lists from any food photo.
  • Serving Adjuster. Adjusts portion sizes to see how macros change.
  • PDF Reports. Export nutrition breakdowns and meal summaries as PDF documents.

Cloudinary vs What The Food FAQ

Is Cloudinary or What The Food free?+

Cloudinary has a free plan; paid plans start at $99/month (Plus). What The Food has a free plan; paid plans start at $9.99/month (Premium).

Which is cheaper, Cloudinary or What The Food?+

What The Food is cheaper to start with: What The Food's Premium plan ($9.99/month) against Cloudinary's Plus plan ($99/month).

On DevHunt

Cloudinary

Listed by DevHunt

What The Food

0 upvotes · Launched on DevHunt on Jan 13, 2026

Based on each tool's website and DevHunt data. Details may change; check the official sites.